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Talk:Logistic map

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theoretic terms, one speaks of probability, noise, and divergence. A stochastic system is probabilistic, but may still very well be a continuous stochastic system, that is, have an information dimension of one, and ultimately represent the same amount of information as a chaotic system. Indeed, one can have a stochastic chaotic system, with an arbitrary rate infromation decay/divergence. Chaotic and stochastic are orthogonal classifications. A linear(non-chaotic) and non-stochastic system simply evades the question of information and therefore predictability altogether. We must therefore disclude it from any concept of predictability or randomness. Indeed, randomness already discludes all non-stochastic systems. Where a system is "random", it has "divergence", times a scalar. A system may have divergence distributed evenly in resepct to a real-valued parameter. In this case, one simply adds a "noise" term: + N. This is so-called "randomness". In a chaotic system, on the other hand, the divergence is concentrated by a point. Regardless, one has convergence and divergence, and in either case noise is noise is noise. i.e. randomness is divergence is noise. In terms of "causuality" in the markov sense, there is really no fundamental discriminatory factor. It still remains possible, ofcourse, for one to make a (superficial) mathematical distinction, but one should not look for any ontological distinction - it is ontologically unnecessary for there to be a distinction.
310:, inextricably, noise, and thus noise, since it cannot be reduced, replaced, or removed, must ultimatly be in-itself, regardless of whether it is "extrinsic" or "intrinsic". (The question was never what name we give to the difference of the being-of-noise, but rather the simply differential character of the difference itself.) The more fundamental question is not intrinisic vs. extrinsic, but in-itself (essential) vs. phenomenological. But the two positions are informationally equaivalent/indistinguishable: one nonetheless has "noise", "information", and everything else. There is no way to statistically distingush among the consequences beyond a mere quantification of the "noise rate". -- 679: 687: 74: 53: 741: 84: 150: 22: 302:
A chaotic is neccessarily a non-equilibrium system; chaotic systems only exist where there is a flow of energy, and thus also neccessarily, a flow of information. The "unpredictability" of a chaotic system is part of this flow, just as the "noise" in a stochastic system is an influx of information.
284:, operates on un-computable numbers. This means that even a theoretically ("in principle") "perfect" computer could not compute the vast majority of trajectories. And by vast majority, I mean 99.999999999...%. For a formal definition of computability, see Turing's essay "On Computable Numbers". 1074:
These two graphs have to be some of the worst I've ever seen. They are so badly labelled, and give no idea to a reasonable user as to what the they are showing (the right graph specifically). "Parameter" should at least be labelled "parameter, r", and none of t, T, f and k are anywhere defined
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I was going to fix this paragraph myself, and I had much trouble, because when ever I encountered a "not the same as..." I thought for a minute and eventually answered "Yes it is." The proper way to speak of predictability/unpredictability is in information-theoretic terms. In information
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The first graph on the page (the animation) has mislabeled axes. The horizontal axis should be "n" to be consistent with the equation given in the article. Took me forever to figure out what it was talking about. I'd do it myself but I don't know how to make animated gifs.
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properly. And " t=nT" is not how you properly label an axis. First, either it is "t" or it is "n" (and not "" either), and secondly, some description would be nice. I've seen better graphs than this on vixra. It needs to be sorted out or removed completely, unfortunately.
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Yes. If you iterate practically any function that's not linear (not a straight line), then there will be some starting values that give chaotic (although, of course, perfectly deterministic) results. The FractInt software comes with lots of them. -- DavidCary
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There are methods for proving that period 3 begins at exactly r = 1 + Sqrt(8). I can provide a published proof if necessary, but also did the proof myself as a presentation in a chaos theory class. I think this section could benefit by mentioning this.
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But I have not yet been complete enough, one might still raise the objection that a chaotic system is fully specified by a finite set of symbols and is non-stochastic. However, my point is that this is completely irrelevant. The symbols are arbitrary.
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But there is also the philosophical problem of "noise" as extrinsic "unknown" (determinism) - the scientific deterministic assumption - vs. noise as an in-itself (free-will). But in either case there
326:=1). For example if r was 4, you wouldn't get much chaotic behavior if you started with .75 .Is the talk about period and chaotic behavior talking about a general seed such as a transcendental one? 753:
tracing the first few iterates in order to give a visual explanation of the behavior of the chaotic "shadows". Not sure where/if it's worth publishing it... so I just mention it here, for now.
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07:41, 23 May 2007 (UTC) Please give a reference to published proof in article and if I'm not wrong good place for a your proof is wikibooks ( with link to wikibooks in article). --
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I.e., you have the Mandelbrot set and the logistic map being a degree 2 polynomial. Are there any interesting examples with degree 3? Degree 4? Other types of functions?
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It would be interesting to read about connections to biology. Are there interesting observations in nature predicted by this? (Most interesting seems the range 3-3.45)
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I can't follow the algebra here. Mandelbrot is z = z^2 + c and logistic is x = r x (1-x). I don't think the formula given above converts these formulas into each other.
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The right limit for the t axis is too big. I suggest making it (0,75) instead of (0,200). It's really too difficult to see the transient dynamics in the current GIF.
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The population goes negative, which doesn't really make sense as a population model? I imagine that's why nobody seems to have bothered to consider this case.
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I could upload the Mathematica .nb file. The algorithm is similar to the one described in the old image. Where in commons would I put the info? --
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XMIN : 0 XMAX : 1 XSCL : .1 YMIN : 0 YMAX : 1 YSCL : .1 XINIT : $ A2/.5+ WEBSTART : 0 WEBSTOP : 50 CURRENT : 1'-'*$ B1+2** REFERENCE : '
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When you have finished reviewing my changes, you may follow the instructions on the template below to fix any issues with the URLs.
318:"With r between 3 and 1+√6 (approximately 3.45)..." It seems like there's a typo in the 1+6, but I'm not sure what it should be -- 957: 303:
The difference is simply whether the distribution of this influx - this flow - is flat with respect to a given measurement.
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I created a higher resolution orbit diagram for the logistic map and was wondering if indeed it is worth putting here.
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One of the quantities X sub n on the right side of the equation should be an X sub 0. I'm not sure which one, though.
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Why does it keep saying independent of inital seed? It seems like (r-1)/r is a solution no matter what r is (r: -->
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Yes, that's correct. There are also explicit solutions for r = 2 and r = -2 More information can be found here:
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to delete these "External links modified" talk page sections if they want to de-clutter talk pages, but see the
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Thanks Matt, glad you like it. I scaled it down a bit and put it in. - Regards
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Should there be description on what happens if the value of r is below 0? --
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https://web.archive.org/web/20070415033246/http://lectures.nsitlounge.in/
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could you put the code ( in commons) and describe algorithm ? --
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http://www.users.bigpond.com/pmurray/Java/LogisticMap.html
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for additional information. I made the following changes:
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Much better. I love it! Can you add it to the main page
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Chaos (or period 3) begins at precisely r = 1 + Sqrt(8)
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if r = 4, the logistic map appears to be solvable: set
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Are there any other formulae that have this property.
499: 420: 348: 1004:using the archive tool instructions below. Editors 563: 481: 402: 260:There seems to be a problem with this equation: 423: 351: 270:Nope. Both on the right are supposed to be x_n. 990:This message was posted before February 2018. 403:{\displaystyle \,\!\phi =\cos ^{-1}(1-2x_{0})} 256:(Should this answer go on the article page ?) 650:There is another way, using WEBPLOT program: 8: 962:http://ibiblio.org/e-notes/MSet/Logistic.htm 694:Please let me know what you think. Thanks! 101:, which collaborates on articles related to 915:= −2, which also admits an exact solution. 482:{\displaystyle \,\!x_{n+1}=4x_{n}(1-x_{n})} 47: 940:I have just modified 3 external links on 549: 526: 513: 504: 498: 470: 451: 429: 419: 391: 363: 347: 212:-1/2)) and use the change of variables: z 907:I was wrong about this: MathWorld has a 751:Image:LogisticMap BifurcationDiagram.png 276:Regarding "also given access to perfect 421: 349: 49: 19: 7: 157:This article is within the field of 95:This article is within the scope of 182:The logistic map is related to the 38:It is of interest to the following 14: 944:. Please take a moment to review 1109:Systems articles in chaos theory 1104:High-importance Systems articles 1067: 813: 82: 72: 51: 20: 135:This article has been rated as 982:http://lectures.nsitlounge.in/ 866:05:15, 15 September 2014 (UTC) 733:06:28, 15 September 2011 (UTC) 719:19:12, 14 September 2011 (UTC) 704:08:39, 12 September 2011 (UTC) 558: 542: 476: 457: 397: 375: 186:by the equation c=(1-(r-1))/4. 1: 1085:20:58, 8 September 2019 (UTC) 848:15:42, 8 September 2014 (UTC) 682:High Resolution Orbit Diagram 576:20:55, 18 December 2006 (UTC) 571:which can be easily checked. 204:Rewrite the logistic map as x 115:Knowledge:WikiProject Systems 1114:WikiProject Systems articles 888:13:58, 20 October 2014 (UTC) 763:18:02, 10 October 2018 (UTC) 590:16:29, 10 January 2007 (UTC) 263:x_{n+1} = r x_n (1 - x_n), 118:Template:WikiProject Systems 1058:06:55, 5 January 2018 (UTC) 925:12:09, 31 August 2018 (UTC) 671:Higher Resolution Orbit Map 615:14:37, 13 August 2009 (UTC) 238:21:55, 12 August 2009 (UTC) 1130: 1021:(last update: 5 June 2024) 937:Hello fellow Wikipedians, 903:10:09, 27 March 2015 (UTC) 666:01:24, 23 April 2010 (UTC) 228:+ c with c=(1-(r-1))/4. 141:project's importance scale 646:Logistic map with WEBPLOT 640:02:55, 7 April 2008 (UTC) 314:06:21, 28 Feb 2004 (UTC) 291:20:11, 26 Feb 2004 (UTC) 195:02:24 Sep 30, 2002 (UTC) 156: 134: 67: 46: 1099:B-Class Systems articles 832:08:27, 9 July 2014 (UTC) 805:22:42, 22 May 2014 (UTC) 786:06:56, 19 May 2014 (UTC) 690:Orbit Diagram in Article 331:00:41, 23 May 2006 (UTC) 933:External links modified 745: 691: 683: 565: 483: 404: 328:Hiiiiiiiiiiiiiiiiiiiii 153: 90:Systems science portal 28:This article is rated 1063:Badly labelled graphs 743: 689: 681: 587:Scribblesinmindscapes 566: 484: 405: 152: 1002:regular verification 769:Inconsistent diagram 497: 418: 346: 176:Very old discussions 992:After February 2018 98:WikiProject Systems 1046:InternetArchiveBot 997:InternetArchiveBot 746: 692: 684: 561: 479: 424: 422: 400: 352: 350: 154: 34:content assessment 1022: 749:I scribbled over 642: 630:comment added by 534: 521: 173: 172: 169: 168: 165: 164: 1121: 1071: 1056: 1047: 1020: 1019: 998: 874:r values below 0 817: 810:How about this? 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Result: z 203: 190: 181: 159:Chaos theory 136: 96: 40:WikiProjects 626:—Preceding 278:computation 216:= r(1/2 - x 1093:Categories 1053:Report bug 725:Efecretion 696:Efecretion 312:Kevin Baas 289:Kevin Baas 1036:this tool 1029:this tool 822:Regards, 791:GIF, axes 193:AxelBoldt 1042:Cheers.— 880:Artman40 628:unsigned 573:Scythe33 491:we have 412:then if 199:I agree. 946:my edit 620:Biology 230:Abelian 139:on the 112:Systems 103:systems 59:Systems 30:B-class 858:Snaily 824:Snaily 36:scale. 658:zzo38 1081:talk 1077:Krea 921:talk 909:page 899:talk 884:talk 862:talk 844:talk 828:talk 801:talk 782:talk 759:talk 729:talk 715:talk 700:talk 636:talk 611:talk 336:note 234:talk 131:High 105:and 1010:RfC 980:to 970:to 960:to 755:ale 537:cos 361:cos 287:-- 224:= z 222:n+1 206:n+1 1095:: 1083:) 1023:. 1018:}} 1014:{{ 923:) 901:) 886:) 864:) 846:) 830:) 803:) 784:) 761:) 731:) 717:) 702:) 664:) 656:-- 638:) 613:) 556:ϕ 540:⁡ 524:− 464:− 382:− 373:⁡ 365:− 354:ϕ 308:is 236:) 1079:( 1055:) 1051:( 1038:. 1031:. 919:( 913:r 897:( 882:( 860:( 842:( 826:( 799:( 780:( 757:( 727:( 713:( 698:( 662:✉ 660:( 634:( 609:( 559:) 551:n 547:2 543:( 532:2 529:1 519:2 516:1 511:= 506:n 502:x 477:) 472:n 468:x 461:1 458:( 453:n 449:x 445:4 442:= 437:1 434:+ 431:n 427:x 398:) 393:0 389:x 385:2 379:1 376:( 368:1 357:= 232:( 226:n 218:n 214:n 210:n 161:. 143:. 109:. 42::

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